Paper 195 of 383
Published May 31, 2026
Geological investigations often begin with large search spaces containing numerous possible interpretations and target areas. Constraint-guided approaches seek to reduce uncertainty by prioritizing observations supported by multiple independent lines of evidence.
This paper evaluates discovery through recurrence analysis, convergence density, structural continuity, signal ranking, constraint weighting, and regional persistence.
Reference systems include basin provinces, fold-and-thrust belts, trench systems, continental margins, volcanic arcs, and geological corridors evaluated throughout the ABC Sequencing framework.
The objective is to determine whether accumulated constraints can improve the efficiency of geological investigation by narrowing the range of plausible observations requiring detailed examination.
Within ABC Sequencing, discovery is treated as a process of progressive constraint accumulation rather than isolated insight.
The framework emphasizes measurable reduction of uncertainty rather than prediction alone.
This paper evaluates whether accumulated geological constraints can improve discovery efficiency through structured prioritization and uncertainty reduction.
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